NeurIPS 2024 Workshop RegML Submissions

Promoting User Data Autonomy During the Dissolution of a Monopolistic Firm
Rushabh Solanki, Elliot Creager
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Quantifying Variance in Evaluation Benchmarks
Lovish Madaan, Aaditya K Singh, Rylan Schaeffer, Andrew Poulton, Sanmi Koyejo, Pontus Stenetorp, Sharan Narang, Dieuwke Hupkes
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
FairProof : Confidential and Certifiable Fairness for Neural Networks
Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh, Kamalika Chaudhuri
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Influence-based Attributions can be Manipulated
Chhavi Yadav, Ruihan Wu, Kamalika Chaudhuri
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
How Many Van Goghs Does It Take to Van Gogh? Finding the Imitation Threshold
Sahil Verma, Royi Rassin, Arnav Mohanty Das, Gantavya Bhatt, Preethi Seshadri, Chirag Shah, Jeff Bilmes, Hannaneh Hajishirzi, Yanai Elazar
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Public Procurement for Responsible AI? Understanding U.S. Cities' Practices and Needs
Nari Johnson, Elise Silva, Harrison Leon, Motahhare Eslami, Beth Schwanke, Ravit Dotan, Hoda Heidari
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization
Jean-Rémy Conti, Stephan Clémençon
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
An Autonomy-Based Classification: Liability in the Age of AI Agents
Julia Smakman, Lisa Soder, Connor Dunlop, Weiwei Pan, Siddharth Swaroop
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
GPAI Evaluations Standards Taskforce: towards effective AI governance
Patricia Paskov, Lukas Berglund, Everett Thornton Smith, Lisa Soder
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Towards Data Governance of Frontier AI Models
Jason Hausenloy, Duncan McClements, Madhavendra Thakur
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Non-Interactive and Publicly Verifiable Zero-Knowledge Proof for Fair Decision Trees
Elisaweta Masserova, Antigoni Polychroniadou, Akira Takahashi
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
A Black-Box Watermarking Modulation for Semantic Segmentation Models
Mohammed Lansari, Lucas Mattioli, Boussad ADDAD, Paul-Marie RAFFI, Martin Gonzalez, Katarzyna Kapusta
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Towards Safe Multilingual Frontier AI
Arturs Kanepajs, Vladimir Ivanov, Richard Moulange
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Generative AI regulation can learn from social media regulation
Ruth Elisabeth Appel
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Weak-to-Strong Confidence Prediction
Tracy Yixin Zhu, Yukai Yang, Marco Morucci, Tim G. J. Rudner
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage
Rui Xin, Niloofar Mireshghallah, Shuyue Stella Li, Hyunwoo Kim, Michael Duan, Yejin Choi, Yulia Tsvetkov, Sewoong Oh, Pang Wei Koh
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Declare and Justify: Explicit assumptions in AI evaluations are necessary for effective regulation
Peter Barnett, Lisa Thiergart
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Multilingual Compliance: A Comparative Study of Privacy Policies in Chinese, Japanese, and Korean
Muhammad Hassan, Phillip K Nakamura, Yuanye Ma
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Examining Data Compartmentalization for AI Governance
Nicole Elyse Mitchell, Eleni Triantafillou, Peter Kairouz
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Regulation of Algorithmic Collusion, Refined: Testing Worst-case Calibrated Regret
Jason Hartline, Chang Wang, Chenhao Zhang
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Compliance Cards: Automated EU AI Act Compliance Analyses amidst a Complex AI Supply Chain
Bill Marino, Yaqub Chaudhary, Yulu Pi, Rui-Jie Yew, Preslav Aleksandrov, Carwyn Rahman, William F. Shen, Isaac Robinson, Nicholas Donald Lane
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
IDs for AI Systems
Alan Chan, Noam Kolt, Peter Wills, Usman Anwar, Christian Schroeder de Witt, Nitarshan Rajkumar, Lewis Hammond, David Krueger, Lennart Heim, Markus Anderljung
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Robustness and Cybersecurity in the EU Artificial Intelligence Act
Henrik Nolte, Miriam Rateike, Michèle Finck
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Active Fourier Auditor for Estimating Distributional Properties of ML Models
Ayoub Ajarra, Bishwamittra Ghosh, Debabrota Basu
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone
Verification methods for international AI agreements
Akash Wasil, Thomas David Reed, Jack William Miller, Peter Barnett
- Published: 10 Oct 2024, Last Modified: 03 Aug 2025
- RegML 2024
- Readers: Everyone